MILab-PKU / dcptLinks
Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
☆63Updated 2 weeks ago
Alternatives and similar repositories for dcpt
Users that are interested in dcpt are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆84Updated 6 months ago
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆72Updated 3 months ago
- ☆97Updated 7 months ago
- ☆56Updated last month
- [ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining☆113Updated last month
- [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint☆37Updated 10 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆60Updated last year
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆80Updated 6 months ago
- CVPR25(Highlight)-Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior☆46Updated 3 months ago
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆33Updated 10 months ago
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆41Updated last year
- Official Code for "Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model". A SOTA algorithm in …☆80Updated 3 months ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆45Updated 2 months ago
- [CVPR2025] Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing☆78Updated last month
- ☆51Updated last year
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆28Updated last week
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆178Updated 8 months ago
- [NeurIPS2024 Spotlight] Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network☆63Updated 4 months ago
- PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)☆17Updated last year
- [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957☆59Updated 2 months ago
- [CVPR 2025] Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing☆48Updated 3 months ago
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆86Updated last year
- Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks☆13Updated 4 months ago
- ☆84Updated 5 months ago
- ☆24Updated 8 months ago
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆127Updated 8 months ago
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆90Updated last year
- When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)☆85Updated 2 months ago
- This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch w…☆201Updated 8 months ago
- [CVPR 2025] Official code of "From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Persp…☆42Updated 5 months ago